Dr. Ashit Talukder Profile

Dr. Ashit Talukder

Head of Artificial Intelligence and Machine Learning at Moody's Analytics

SPIE Involvement:

Author

Publications (32)

Proceedings Article | 1 May 2017 Paper

Graph clustering for weapon discharge event detection and tracking in infrared imagery using deep features

Sreyasee Das Bhattacharjee, Ashit Talukder

Proceedings Volume 10203, 102030O (2017) https://doi.org/10.1117/12.2277737

KEYWORDS: Infrared imaging, Weapons, Databases, Thermography, Video, Infrared detectors, Infrared radiation, Video surveillance, Feature extraction, Motion models

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Proceedings Article | 27 April 2010 Paper

Fast high-resolution terahertz radar imaging at 25 meters

Ken Cooper, Robert Dengler, Nuria Llombart, Ashit Talukder, Anand Panangadan, Chris Peay, Imran Mehdi, Peter Siegel

Proceedings Volume 7671, 76710Y (2010) https://doi.org/10.1117/12.850395

KEYWORDS: Radar, Terahertz radiation, Radar imaging, Beam shaping, Signal to noise ratio, Signal processing, Imaging systems, Mirrors, Reflectors, Signal attenuation

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Proceedings Article | 5 May 2009 Paper

Integrated operational control and dynamic task allocation of unattended distributed sensor systems

Ashit Talukder

Proceedings Volume 7333, 73330V (2009) https://doi.org/10.1117/12.820509

KEYWORDS: Sensors, Sensor networks, Control systems, Environmental sensing, Data modeling, Systems modeling, Sensing systems, Optimization (mathematics), Environmental monitoring, Process modeling

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Proceedings Article | 13 April 2009 Paper

Remote event detection and tracking using multiple heterogeneous satellite data fusion

Ashit Talukder, Shen-Shyang Ho

Proceedings Volume 7340, 73400D (2009) https://doi.org/10.1117/12.820488

KEYWORDS: Satellites, Sensors, Code division multiplexing, Motion models, Data fusion, Temporal resolution, Filtering (signal processing), Mining, Data mining, Data modeling

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Proceedings Article | 17 March 2008 Paper

Predictive control and resource management of a distributed coastal monitoring sensor network

Ashit Talukder, Anand Panangadan

Proceedings Volume 6977, 69770Q (2008) https://doi.org/10.1117/12.785897

KEYWORDS: Sensors, Sensor networks, Control systems, Systems modeling, Process modeling, Environmental monitoring, Device simulation, Environmental sensing, Computer programming, Wireless communications

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Proceedings Article | 9 April 2007 Paper

Distributed sensor network control for power and bandwidth allocation in large sensor networks

Ashit Talukder, A. Panangadan

Proceedings Volume 6574, 65740G (2007) https://doi.org/10.1117/12.723637

KEYWORDS: Sensors, Sensor networks, Control systems, Environmental sensing, Reliability, Environmental monitoring, Data modeling, Pattern recognition, Systems modeling, Detection and tracking algorithms

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Proceedings Article | 17 April 2006 Paper

Adaptive smart sensor webs with predictive control for workflow and resource management in dynamic environments

Ashit Talukder, S. Monacos

Proceedings Volume 6245, 624506 (2006) https://doi.org/10.1117/12.665755

KEYWORDS: Sensors, Control systems, Sensor networks, Data storage, Environmental sensing, Data processing, Optimization (mathematics), Genetic algorithms, Data storage servers, Environmental management

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Proceedings Article | 28 March 2005 Paper

Optimal sensor scheduling and power management in sensor networks

Ashit Talukder, Syed-Muhammad Ali, Anand Panangadan, Chetan Jadhav, Rishi Pidva, Rajan Bhatt, Lavanya Chandramouli, Steve Monacos

Proceedings Volume 5816, (2005) https://doi.org/10.1117/12.607977

KEYWORDS: Sensors, Sensor networks, Control systems, Data storage, Data processing, Reliability, Environmental sensing, Detection and tracking algorithms, Pattern recognition, Data communications

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Proceedings Article | 12 April 2004 Paper

Distributed multisensor processing, decision making, and control under constrained resources for remote health and environmental monitoring

Ashit Talukder, Tanwir Sheikh, Lavanya Chandramouli

Proceedings Volume 5437, (2004) https://doi.org/10.1117/12.548080

KEYWORDS: Sensors, Control systems, Sensor networks, Environmental monitoring, Evolutionary algorithms, Data processing, Sensing systems, Machine learning, Signal to noise ratio, Adaptive control

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Proceedings Article | 12 April 2004 Paper

Fast noninvasive eye-tracking and eye-gaze determination for biomedical and remote monitoring applications

Ashit Talukder, John Morookian, Steve Monacos, Raymond Lam, C. Lebaw, A. Bond

Proceedings Volume 5437, (2004) https://doi.org/10.1117/12.548073

KEYWORDS: Image processing, Eye, CCD cameras, Cameras, Charge-coupled devices, Field programmable gate arrays, Cornea, Imaging systems, Signal processing, Video

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Proceedings Article | 6 July 2001 Paper

Nonlinear features for improved pattern recognition

David Casasent, Ashit Talukder

Proceedings Volume 4392, (2001) https://doi.org/10.1117/12.432795

KEYWORDS: Facial recognition systems, Transform theory, Neural networks, Feature extraction, Principal component analysis, Pattern recognition, Inspection, Detection and tracking algorithms, Matrices, Neurons

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Proceedings Article | 11 October 2000 Paper

Face recognition with pose variations

David Casasent, Ashit Talukder

Proceedings Volume 4197, (2000) https://doi.org/10.1117/12.403751

KEYWORDS: Facial recognition systems

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Proceedings Article | 31 March 2000 Paper

Pose estimation and transformation for face recognition

Ashit Talukder, David Casasent

Proceedings Volume 4043, (2000) https://doi.org/10.1117/12.381592

KEYWORDS: Facial recognition systems, Neural networks, Detection and tracking algorithms, Principal component analysis, Matrices, Image restoration, Neurons, Computer engineering, Optical pattern recognition, Chaos

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Proceedings Article | 1 October 1999 Open Access

New nonlinear features for inspection, robotics, and face recognition

David Casasent, Ashit Talukder

Proceedings Volume 3804, (1999) https://doi.org/10.1117/12.363953

KEYWORDS: Feature extraction, X-rays, X-ray imaging, Inspection, Facial recognition systems, Robotics, Databases, Image classification, Image segmentation, Space robots

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Proceedings Article | 9 March 1999 Paper

Nonlinear features for product inspection

Ashit Talukder, David Casasent

Proceedings Volume 3715, (1999) https://doi.org/10.1117/12.341305

KEYWORDS: Feature extraction, Prototyping, X-ray imaging, X-rays, Inspection, Image classification, Databases, Image segmentation, Principal component analysis, Matrices

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Proceedings Article | 14 January 1999 Paper

Modified binary watershed transform for segmentation of agricultural products

Ashit Talukder, David Casasent, Ha-Woon Lee, Pamela Keagy, Thomas Schatzki

Proceedings Volume 3543, (1999) https://doi.org/10.1117/12.336912

KEYWORDS: Image segmentation, X-rays, X-ray imaging, Line scan image sensors, Binary data, Databases, Agriculture, Image processing algorithms and systems, Gaussian filters, Image filtering

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Proceedings Article | 14 January 1999 Paper

New feature extraction method for classification of agricultural products from x-ray images

Ashit Talukder, David Casasent, Ha-Woon Lee, Pamela Keagy, Thomas Schatzki

Proceedings Volume 3543, (1999) https://doi.org/10.1117/12.336874

KEYWORDS: Feature extraction, X-ray imaging, X-rays, Prototyping, Image classification, Agriculture, Databases, Image segmentation, Inspection, Principal component analysis

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Proceedings Article | 6 October 1998 Paper

Nonlinear features for classification and pose estimation of machined parts from single views

Ashit Talukder, David Casasent

Proceedings Volume 3522, (1998) https://doi.org/10.1117/12.325760

KEYWORDS: Transform theory, Feature extraction, Principal component analysis, Neural networks, Nonlinear image processing, Active vision, Image classification, Error analysis, Solids, Matrices

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Proceedings Article | 6 October 1998 Paper

Pose estimation and transformation of faces

Ashit Talukder, David Casasent

Proceedings Volume 3522, (1998) https://doi.org/10.1117/12.325803

KEYWORDS: Facial recognition systems, Feature extraction, Prototyping, Principal component analysis, Ions, Neural networks, Databases, Active vision, Tin, Head

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Proceedings Article | 8 July 1998 Paper

Detection of bands in backscatter microscopy images using new Hough transform techniques

David Casasent, Linsen Chen, Ashit Talukder

Proceedings Volume 3389, (1998) https://doi.org/10.1117/12.316530

KEYWORDS: Backscatter, Image filtering, Hough transforms, Crystals, Microscopy, Materials science, Image processing, Computer engineering, Crystallography, Image analysis

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Proceedings Article | 26 March 1998 Paper

Multiscale Gabor wavelet fusion for edge detection in microscopy images

Ashit Talukder, David Casasent

Proceedings Volume 3391, (1998) https://doi.org/10.1117/12.304884

KEYWORDS: Image fusion, Image filtering, Microscopy, Scanning electron microscopy, Atomic force microscopy, Image processing, Wavelets, Metals, Edge detection, Sensors

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Proceedings Article | 25 March 1998 Paper

Classification and pose estimation of objects using nonlinear features

Ashit Talukder, David Casasent

Proceedings Volume 3390, (1998) https://doi.org/10.1117/12.304801

KEYWORDS: Feature extraction, Principal component analysis, Error analysis, Neural networks, Image classification, Computer aided design, Solid modeling, Databases, 3D modeling, Active vision

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Proceedings Article | 23 March 1998 Paper

Classification of product inspection items using nonlinear features

Ashit Talukder, David Casasent, H.-W. Lee

Proceedings Volume 3386, (1998) https://doi.org/10.1117/12.304761

KEYWORDS: Image segmentation, Prototyping, X-rays, Feature extraction, X-ray imaging, Inspection, Image classification, Binary data, Databases, Image processing

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SPIE Journal Paper | 1 March 1998

General methodology for simultaneous representation and discrimination of multiple object classes

Ashit Talukder, David Casasent

OE, Vol. 37, Issue 03, (March 1998) https://doi.org/10.1117/12.10.1117/1.601925

KEYWORDS: Principal component analysis, Feature extraction, Error analysis, Inspection, Optical engineering, Databases, Algorithm development, Image classification, Stochastic processes, Chemical elements

Proceedings Article | 26 September 1997 Paper

Joint recognition and discrimination in nonlinear feature space

Ashit Talukder, David Casasent

Proceedings Volume 3208, (1997) https://doi.org/10.1117/12.290291

KEYWORDS: Feature extraction, Iterative methods, Databases, Inspection

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Proceedings Article | 26 September 1997 Paper

Real-time robust line detection in microscopy images

Ashit Talukder, David Casasent

Proceedings Volume 3208, (1997) https://doi.org/10.1117/12.290321

KEYWORDS: Image fusion, Microscopy, Metals

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Proceedings Article | 18 September 1997 Paper

X-ray agricultural product inspection: segmentation and classification

David Casasent, Ashit Talukder, Ha-Woon Lee

Proceedings Volume 3205, (1997) https://doi.org/10.1117/12.285589

KEYWORDS: X-rays, Inspection, Image segmentation, X-ray imaging, Agriculture, Image processing, Image processing algorithms and systems, Line scan image sensors, Image classification

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Proceedings Article | 27 March 1997 Paper

Automated segmentation and feature extraction of product inspection items

Ashit Talukder, David Casasent

Proceedings Volume 3073, (1997) https://doi.org/10.1117/12.270355

KEYWORDS: Image segmentation, Line scan image sensors, X-rays, X-ray imaging, Binary data, Image processing algorithms and systems, Gaussian filters, Inspection, Detection and tracking algorithms, Image filtering

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Proceedings Article | 18 December 1996 Paper

Detection and segmentation of multiple touching product inspection items

David Casasent, Ashit Talukder, Westley Cox, Hsuan-Ting Chang, David Weber

Proceedings Volume 2907, (1996) https://doi.org/10.1117/12.262860

KEYWORDS: Image segmentation, Binary data, Inspection, Image processing, X-ray imaging, X-rays, Image filtering, Image processing algorithms and systems, Agriculture, Gaussian filters

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Proceedings Article | 22 March 1996 Paper

Feature space trajectory neural net classifier: confidences and thresholds for clutter and low-contrast objects

Leonard Neiberg, David Casasent, Ashit Talukder

Proceedings Volume 2760, (1996) https://doi.org/10.1117/12.235933

KEYWORDS: Neural networks, Image segmentation, Neurons, Databases, Digital filtering, Detection and tracking algorithms, Sensors, Distortion, Particles, Algorithm development

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Proceedings Article | 15 March 1996 Paper

Algorithm fusion for detection with reduced P_FA

David Casasent, Anqi Ye, Ashit Talukder

Proceedings Volume 2752, (1996) https://doi.org/10.1117/12.235652

KEYWORDS: Detection and tracking algorithms, Binary data, Data fusion, Analog electronics, Blob detection, Particles, Target detection, Chromium, Wavelet transforms, Edge detection

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Proceedings Article | 3 October 1995 Paper

Detection algorithm fusion concepts for computer vision

David Casasent, Anqi Ye, Ashit Talukder

Proceedings Volume 2588, (1995) https://doi.org/10.1117/12.222659

KEYWORDS: Detection and tracking algorithms, Binary data, Data fusion, Analog electronics, Blob detection, Particles, Machine vision, Target detection, Chromium, Computer vision technology

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Showing 5 of 32 publications

Conference Committee Involvement (17)

Pattern Recognition and Tracking XXXI

27 April 2020 | Online Only, California, United States

Pattern Recognition and Tracking XXX

15 April 2019 | Baltimore, MD, United States

Pattern Recognition and Tracking XXIX

18 April 2018 | Orlando, FL, United States

Pattern Recognition and Tracking XXVIII

12 April 2017 | Anaheim, CA, United States

Optical Pattern Recognition XXVII

20 April 2016 | Baltimore, MD, United States

Optical Pattern Recognition XXVI

22 April 2015 | Baltimore, MD, United States

Optical Pattern Recognition XXV

7 May 2014 | Baltimore, MD, United States

Optical Pattern Recognition XXIV

29 April 2013 | Baltimore, Maryland, United States

Optical Pattern Recognition XXIII

26 April 2012 | Baltimore, Maryland, United States

Optical Pattern Recognition XXII

28 April 2011 | Orlando, Florida, United States

Optical Pattern Recognition XXI

8 April 2010 | Orlando, Florida, United States

Optical Pattern Recognition XX

16 April 2009 | Orlando, Florida, United States

Optical Pattern Recognition XIX

17 March 2008 | Orlando, Florida, United States

Optical Pattern Recognition XVIII

9 April 2007 | Orlando, Florida, United States

Optical Pattern Recognition XVII

20 April 2006 | Orlando (Kissimmee), Florida, United States

Optical Pattern Recognition XVI

31 March 2005 | Orlando, Florida, United States

Optical Pattern Recognition XV

15 April 2004 | Orlando, Florida, United States

Showing 5 of 17 Conference Committees

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